Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 345 |
| Missing cells | 77 |
| Missing cells (%) | 2.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 74.4 KiB |
| Average record size in memory | 220.8 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 2 |
Telecom Subscribers has constant value "" | Constant |
Total is highly overall correlated with Wireless and 4 other fields | High correlation |
Wireline is highly overall correlated with Urban and 1 other fields | High correlation |
Wireless is highly overall correlated with Total and 4 other fields | High correlation |
Rural is highly overall correlated with Total and 4 other fields | High correlation |
Urban is highly overall correlated with Total and 5 other fields | High correlation |
Public is highly overall correlated with Total and 5 other fields | High correlation |
Private is highly overall correlated with Total and 4 other fields | High correlation |
Total has 11 (3.2%) missing values | Missing |
Wireline has 11 (3.2%) missing values | Missing |
Wireless has 11 (3.2%) missing values | Missing |
Rural has 11 (3.2%) missing values | Missing |
Urban has 11 (3.2%) missing values | Missing |
Public has 11 (3.2%) missing values | Missing |
Private has 11 (3.2%) missing values | Missing |
State/overall is uniformly distributed | Uniform |
Rural has 7 (2.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-06-25 02:02:46.427579 |
|---|---|
| Analysis finished | 2023-06-25 02:03:34.646891 |
| Duration | 48.22 seconds |
| Software version | ydata-profiling vv4.3.1 |
| Download configuration | config.json |
At the end of March
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2015 |
| Minimum | 2008 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 2008 |
|---|---|
| 5-th percentile | 2008 |
| Q1 | 2011 |
| median | 2015 |
| Q3 | 2019 |
| 95-th percentile | 2022 |
| Maximum | 2022 |
| Range | 14 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 4.326769 |
|---|---|
| Coefficient of variation (CV) | 0.0021472799 |
| Kurtosis | -1.2108507 |
| Mean | 2015 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0 |
| Sum | 695175 |
| Variance | 18.72093 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2008 | 23 | 6.7% |
| 2009 | 23 | 6.7% |
| 2010 | 23 | 6.7% |
| 2011 | 23 | 6.7% |
| 2012 | 23 | 6.7% |
| 2013 | 23 | 6.7% |
| 2014 | 23 | 6.7% |
| 2015 | 23 | 6.7% |
| 2016 | 23 | 6.7% |
| 2017 | 23 | 6.7% |
| Other values (5) | 115 |
| Value | Count | Frequency (%) |
| 2008 | 23 | |
| 2009 | 23 | |
| 2010 | 23 | |
| 2011 | 23 | |
| 2012 | 23 | |
| 2013 | 23 | |
| 2014 | 23 | |
| 2015 | 23 | |
| 2016 | 23 | |
| 2017 | 23 |
| Value | Count | Frequency (%) |
| 2022 | 23 | |
| 2021 | 23 | |
| 2020 | 23 | |
| 2019 | 23 | |
| 2018 | 23 | |
| 2017 | 23 | |
| 2016 | 23 | |
| 2015 | 23 | |
| 2014 | 23 | |
| 2013 | 23 |
Telecom Subscribers
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.1 KiB |
| Telecom Subscribers (In Million) |
|---|
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 32 |
| Min length | 32 |
Characters and Unicode
| Total characters | 11040 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Telecom Subscribers (In Million) |
|---|---|
| 2nd row | Telecom Subscribers (In Million) |
| 3rd row | Telecom Subscribers (In Million) |
| 4th row | Telecom Subscribers (In Million) |
| 5th row | Telecom Subscribers (In Million) |
Common Values
| Value | Count | Frequency (%) |
| Telecom Subscribers (In Million) | 345 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| telecom | 345 | |
| subscribers | 345 | |
| in | 345 | |
| million | 345 |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 1035 | 9.4% |
| 1035 | 9.4% | |
| e | 1035 | 9.4% |
| i | 1035 | 9.4% |
| b | 690 | 6.2% |
| c | 690 | 6.2% |
| o | 690 | 6.2% |
| n | 690 | 6.2% |
| s | 690 | 6.2% |
| r | 690 | 6.2% |
| Other values (8) | 2760 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7935 | |
| Uppercase Letter | 1380 | 12.5% |
| Space Separator | 1035 | 9.4% |
| Open Punctuation | 345 | 3.1% |
| Close Punctuation | 345 | 3.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 1035 | |
| e | 1035 | |
| i | 1035 | |
| b | 690 | |
| c | 690 | |
| o | 690 | |
| n | 690 | |
| s | 690 | |
| r | 690 | |
| u | 345 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 345 | |
| I | 345 | |
| T | 345 | |
| S | 345 |
Space Separator
| Value | Count | Frequency (%) |
| 1035 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 345 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 345 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9315 | |
| Common | 1725 | 15.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 1035 | |
| e | 1035 | |
| i | 1035 | |
| b | 690 | 7.4% |
| c | 690 | 7.4% |
| o | 690 | 7.4% |
| n | 690 | 7.4% |
| s | 690 | 7.4% |
| r | 690 | 7.4% |
| M | 345 | 3.7% |
| Other values (5) | 1725 |
Common
| Value | Count | Frequency (%) |
| 1035 | ||
| ( | 345 | 20.0% |
| ) | 345 | 20.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11040 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 1035 | 9.4% |
| 1035 | 9.4% | |
| e | 1035 | 9.4% |
| i | 1035 | 9.4% |
| b | 690 | 6.2% |
| c | 690 | 6.2% |
| o | 690 | 6.2% |
| n | 690 | 6.2% |
| s | 690 | 6.2% |
| r | 690 | 6.2% |
| Other values (8) | 2760 |
State/overall
Categorical
UNIFORM 
| Distinct | 23 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Andhra Pradesh | 15 |
|---|---|
| Assam | 15 |
| Bihar | 15 |
| Gujarat | 15 |
| Haryana | 15 |
| Other values (18) |
Length
| Max length | 39 |
|---|---|
| Median length | 14 |
| Mean length | 10.434783 |
| Min length | 5 |
Characters and Unicode
| Total characters | 3600 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Andhra Pradesh |
|---|---|
| 2nd row | Andhra Pradesh |
| 3rd row | Andhra Pradesh |
| 4th row | Andhra Pradesh |
| 5th row | Andhra Pradesh |
Common Values
| Value | Count | Frequency (%) |
| Andhra Pradesh | 15 | 4.3% |
| Assam | 15 | 4.3% |
| Bihar | 15 | 4.3% |
| Gujarat | 15 | 4.3% |
| Haryana | 15 | 4.3% |
| Himachal Pradesh | 15 | 4.3% |
| Jammu and Kashmir | 15 | 4.3% |
| Karnataka | 15 | 4.3% |
| Kerala | 15 | 4.3% |
| Madhya Pradesh | 15 | 4.3% |
| Other values (13) | 195 |
Length
| Value | Count | Frequency (%) |
| pradesh | 60 | 11.1% |
| chennai | 15 | 2.8% |
| tamil | 15 | 2.8% |
| nadu | 15 | 2.8% |
| uttar | 15 | 2.8% |
| west | 15 | 2.8% |
| bengal | 15 | 2.8% |
| kolkata | 15 | 2.8% |
| andhra | 15 | 2.8% |
| rajasthan | 15 | 2.8% |
| Other values (23) | 345 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 675 | |
| r | 300 | 8.3% |
| h | 240 | 6.7% |
| s | 225 | 6.2% |
| e | 225 | 6.2% |
| 195 | 5.4% | |
| i | 165 | 4.6% |
| t | 150 | 4.2% |
| n | 135 | 3.8% |
| d | 135 | 3.8% |
| Other values (31) | 1155 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2865 | |
| Uppercase Letter | 510 | 14.2% |
| Space Separator | 195 | 5.4% |
| Dash Punctuation | 30 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 675 | |
| r | 300 | |
| h | 240 | 8.4% |
| s | 225 | 7.9% |
| e | 225 | 7.9% |
| i | 165 | 5.8% |
| t | 150 | 5.2% |
| n | 135 | 4.7% |
| d | 135 | 4.7% |
| l | 120 | 4.2% |
| Other values (11) | 495 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 75 | |
| K | 60 | |
| M | 45 | 8.8% |
| A | 45 | 8.8% |
| S | 30 | 5.9% |
| H | 30 | 5.9% |
| O | 30 | 5.9% |
| B | 30 | 5.9% |
| N | 30 | 5.9% |
| E | 15 | 2.9% |
| Other values (8) | 120 |
Space Separator
| Value | Count | Frequency (%) |
| 195 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 30 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3375 | |
| Common | 225 | 6.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 675 | |
| r | 300 | 8.9% |
| h | 240 | 7.1% |
| s | 225 | 6.7% |
| e | 225 | 6.7% |
| i | 165 | 4.9% |
| t | 150 | 4.4% |
| n | 135 | 4.0% |
| d | 135 | 4.0% |
| l | 120 | 3.6% |
| Other values (29) | 1005 |
Common
| Value | Count | Frequency (%) |
| 195 | ||
| - | 30 | 13.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 675 | |
| r | 300 | 8.3% |
| h | 240 | 6.7% |
| s | 225 | 6.2% |
| e | 225 | 6.2% |
| 195 | 5.4% | |
| i | 165 | 4.6% |
| t | 150 | 4.2% |
| n | 135 | 3.8% |
| d | 135 | 3.8% |
| Other values (31) | 1155 |
Total
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 326 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 11 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.852365 |
| Minimum | 2.46 |
|---|---|
| Maximum | 1211.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 2.46 |
|---|---|
| 5-th percentile | 7.3665 |
| Q1 | 21.7125 |
| median | 39.4 |
| Q3 | 68.69 |
| 95-th percentile | 166.736 |
| Maximum | 1211.8 |
| Range | 1209.34 |
| Interquartile range (IQR) | 46.9775 |
Descriptive statistics
| Standard deviation | 198.5168 |
|---|---|
| Coefficient of variation (CV) | 2.3395553 |
| Kurtosis | 21.544076 |
| Mean | 84.852365 |
| Median Absolute Deviation (MAD) | 23.795 |
| Skewness | 4.6971896 |
| Sum | 28340.69 |
| Variance | 39408.921 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.63 | 3 | 0.9% |
| 2.46 | 2 | 0.6% |
| 69.19 | 2 | 0.6% |
| 56.58 | 2 | 0.6% |
| 9.33 | 2 | 0.6% |
| 73.2 | 2 | 0.6% |
| 9.06 | 2 | 0.6% |
| 63.88 | 1 | 0.3% |
| 80.87 | 1 | 0.3% |
| 58.71 | 1 | 0.3% |
| Other values (316) | 316 | |
| (Missing) | 11 | 3.2% |
| Value | Count | Frequency (%) |
| 2.46 | 2 | |
| 2.72 | 1 | |
| 3.69 | 1 | |
| 3.7 | 1 | |
| 3.74 | 1 | |
| 4.34 | 1 | |
| 5.34 | 1 | |
| 5.64 | 1 | |
| 5.78 | 1 | |
| 5.95 | 1 |
| Value | Count | Frequency (%) |
| 1211.8 | 1 | |
| 1200.88 | 1 | |
| 1194.99 | 1 | |
| 1183.41 | 1 | |
| 1176.79 | 1 | |
| 1166.84 | 1 | |
| 1059.33 | 1 | |
| 996.13 | 1 | |
| 951.35 | 1 | |
| 933.02 | 1 |
Wireline
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 214 |
|---|---|
| Distinct (%) | 64.1% |
| Missing | 11 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5439521 |
| Minimum | 0.09 |
|---|---|
| Maximum | 39.41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 0.09 |
|---|---|
| 5-th percentile | 0.13 |
| Q1 | 0.37 |
| median | 1.17 |
| Q3 | 2.32 |
| 95-th percentile | 3.6505 |
| Maximum | 39.41 |
| Range | 39.32 |
| Interquartile range (IQR) | 1.95 |
Descriptive statistics
| Standard deviation | 5.8483999 |
|---|---|
| Coefficient of variation (CV) | 2.2989426 |
| Kurtosis | 21.175389 |
| Mean | 2.5439521 |
| Median Absolute Deviation (MAD) | 0.89 |
| Skewness | 4.594297 |
| Sum | 849.68 |
| Variance | 34.203782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.23 | 5 | 1.4% |
| 0.13 | 5 | 1.4% |
| 0.28 | 5 | 1.4% |
| 0.12 | 5 | 1.4% |
| 0.1 | 5 | 1.4% |
| 0.17 | 4 | 1.2% |
| 0.31 | 4 | 1.2% |
| 0.16 | 4 | 1.2% |
| 3.06 | 4 | 1.2% |
| 1.38 | 4 | 1.2% |
| Other values (204) | 289 | |
| (Missing) | 11 | 3.2% |
| Value | Count | Frequency (%) |
| 0.09 | 2 | 0.6% |
| 0.1 | 5 | |
| 0.11 | 3 | |
| 0.12 | 5 | |
| 0.13 | 5 | |
| 0.14 | 2 | 0.6% |
| 0.15 | 2 | 0.6% |
| 0.16 | 4 | |
| 0.17 | 4 | |
| 0.18 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 39.41 | 1 | |
| 37.96 | 1 | |
| 36.96 | 1 | |
| 34.73 | 1 | |
| 32.17 | 1 | |
| 30.21 | 1 | |
| 28.5 | 1 | |
| 26.59 | 1 | |
| 25.22 | 1 | |
| 24.82 | 1 |
Wireless
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 330 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 11 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.308323 |
| Minimum | 2.12 |
|---|---|
| Maximum | 1188.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 2.12 |
|---|---|
| 5-th percentile | 7.046 |
| Q1 | 20.1725 |
| median | 36.98 |
| Q3 | 67.1125 |
| 95-th percentile | 165.705 |
| Maximum | 1188.99 |
| Range | 1186.87 |
| Interquartile range (IQR) | 46.94 |
Descriptive statistics
| Standard deviation | 193.61961 |
|---|---|
| Coefficient of variation (CV) | 2.3523698 |
| Kurtosis | 21.867087 |
| Mean | 82.308323 |
| Median Absolute Deviation (MAD) | 23.19 |
| Skewness | 4.7255762 |
| Sum | 27490.98 |
| Variance | 37488.554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.45 | 2 | 0.6% |
| 22.56 | 2 | 0.6% |
| 31.35 | 2 | 0.6% |
| 16.4 | 2 | 0.6% |
| 64.24 | 1 | 0.3% |
| 42.34 | 1 | 0.3% |
| 27.78 | 1 | 0.3% |
| 18.28 | 1 | 0.3% |
| 63.19 | 1 | 0.3% |
| 66.3 | 1 | 0.3% |
| Other values (320) | 320 | |
| (Missing) | 11 | 3.2% |
| Value | Count | Frequency (%) |
| 2.12 | 1 | |
| 2.2 | 1 | |
| 2.3 | 1 | |
| 3.32 | 1 | |
| 3.35 | 1 | |
| 3.5 | 1 | |
| 3.91 | 1 | |
| 4.99 | 1 | |
| 5.18 | 1 | |
| 5.31 | 1 |
| Value | Count | Frequency (%) |
| 1188.99 | 1 | |
| 1180.64 | 1 | |
| 1170.59 | 1 | |
| 1161.71 | 1 | |
| 1157.67 | 1 | |
| 1142.02 | 1 | |
| 1034.11 | 1 | |
| 969.54 | 1 | |
| 919.17 | 1 | |
| 904.52 | 1 |
Rural
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 312 |
|---|---|
| Distinct (%) | 93.4% |
| Missing | 11 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.279671 |
| Minimum | 0 |
|---|---|
| Maximum | 537.11 |
| Zeros | 7 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.706 |
| Q1 | 5.01 |
| median | 13.795 |
| Q3 | 28.53 |
| 95-th percentile | 86.741 |
| Maximum | 537.11 |
| Range | 537.11 |
| Interquartile range (IQR) | 23.52 |
Descriptive statistics
| Standard deviation | 83.467433 |
|---|---|
| Coefficient of variation (CV) | 2.434896 |
| Kurtosis | 23.538236 |
| Mean | 34.279671 |
| Median Absolute Deviation (MAD) | 10.78 |
| Skewness | 4.8320813 |
| Sum | 11449.41 |
| Variance | 6966.8124 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7 | 2.0% |
| 0.12 | 3 | 0.9% |
| 34.38 | 3 | 0.9% |
| 34.57 | 2 | 0.6% |
| 22.51 | 2 | 0.6% |
| 2.37 | 2 | 0.6% |
| 34.84 | 2 | 0.6% |
| 1.12 | 2 | 0.6% |
| 6.23 | 2 | 0.6% |
| 4.68 | 2 | 0.6% |
| Other values (302) | 307 | |
| (Missing) | 11 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 0.11 | 1 | 0.3% |
| 0.12 | 3 | |
| 0.13 | 1 | 0.3% |
| 0.34 | 1 | 0.3% |
| 0.35 | 1 | 0.3% |
| 0.53 | 1 | 0.3% |
| 0.65 | 1 | 0.3% |
| 0.68 | 1 | 0.3% |
| 0.72 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 537.11 | 1 | |
| 525.87 | 1 | |
| 521.26 | 1 | |
| 519.63 | 1 | |
| 514.27 | 1 | |
| 501.81 | 1 | |
| 447.77 | 1 | |
| 416.08 | 1 | |
| 377.78 | 1 | |
| 349.21 | 1 |
Urban
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 323 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 11 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.573174 |
| Minimum | 0.9 |
|---|---|
| Maximum | 693.18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 0.9 |
|---|---|
| 5-th percentile | 3.4865 |
| Q1 | 11.6825 |
| median | 24.485 |
| Q3 | 41.45 |
| 95-th percentile | 79.659 |
| Maximum | 693.18 |
| Range | 692.28 |
| Interquartile range (IQR) | 29.7675 |
Descriptive statistics
| Standard deviation | 116.37407 |
|---|---|
| Coefficient of variation (CV) | 2.3011027 |
| Kurtosis | 20.068847 |
| Mean | 50.573174 |
| Median Absolute Deviation (MAD) | 14.685 |
| Skewness | 4.5666122 |
| Sum | 16891.44 |
| Variance | 13542.924 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.59 | 2 | 0.6% |
| 19.28 | 2 | 0.6% |
| 9.07 | 2 | 0.6% |
| 15.65 | 2 | 0.6% |
| 30.32 | 2 | 0.6% |
| 43.59 | 2 | 0.6% |
| 16.32 | 2 | 0.6% |
| 39.29 | 2 | 0.6% |
| 24.95 | 2 | 0.6% |
| 29.5 | 2 | 0.6% |
| Other values (313) | 314 | |
| (Missing) | 11 | 3.2% |
| Value | Count | Frequency (%) |
| 0.9 | 1 | |
| 1.29 | 1 | |
| 1.81 | 1 | |
| 1.93 | 1 | |
| 2.19 | 1 | |
| 2.34 | 1 | |
| 2.61 | 1 | |
| 2.72 | 1 | |
| 2.73 | 1 | |
| 2.78 | 1 |
| Value | Count | Frequency (%) |
| 693.18 | 1 | |
| 685.93 | 1 | |
| 669.14 | 1 | |
| 663.76 | 1 | |
| 655.54 | 1 | |
| 647.21 | 1 | |
| 620.52 | 1 | |
| 611.56 | 1 | |
| 580.05 | 1 | |
| 564.04 | 1 |
Public
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 284 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 11 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.604611 |
| Minimum | 1.05 |
|---|---|
| Maximum | 134.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 1.05 |
|---|---|
| 5-th percentile | 1.413 |
| Q1 | 2.88 |
| median | 4.89 |
| Q3 | 7.8775 |
| 95-th percentile | 18.2095 |
| Maximum | 134.97 |
| Range | 133.92 |
| Interquartile range (IQR) | 4.9975 |
Descriptive statistics
| Standard deviation | 23.889614 |
|---|---|
| Coefficient of variation (CV) | 2.2527573 |
| Kurtosis | 18.227276 |
| Mean | 10.604611 |
| Median Absolute Deviation (MAD) | 2.235 |
| Skewness | 4.3885297 |
| Sum | 3541.94 |
| Variance | 570.71368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.05 | 3 | 0.9% |
| 3.09 | 3 | 0.9% |
| 1.43 | 3 | 0.9% |
| 1.71 | 3 | 0.9% |
| 5.78 | 2 | 0.6% |
| 5.69 | 2 | 0.6% |
| 5.13 | 2 | 0.6% |
| 6.08 | 2 | 0.6% |
| 6.85 | 2 | 0.6% |
| 1.63 | 2 | 0.6% |
| Other values (274) | 310 | |
| (Missing) | 11 | 3.2% |
| Value | Count | Frequency (%) |
| 1.05 | 3 | |
| 1.1 | 1 | 0.3% |
| 1.17 | 1 | 0.3% |
| 1.18 | 1 | 0.3% |
| 1.21 | 1 | 0.3% |
| 1.25 | 1 | 0.3% |
| 1.27 | 1 | 0.3% |
| 1.32 | 1 | 0.3% |
| 1.34 | 1 | 0.3% |
| 1.35 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 134.97 | 1 | |
| 133.51 | 1 | |
| 131.66 | 1 | |
| 131.16 | 1 | |
| 130.27 | 1 | |
| 130.11 | 1 | |
| 127.1 | 1 | |
| 126 | 1 | |
| 122.18 | 1 | |
| 120.05 | 1 |
Private
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 328 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 11 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.247994 |
| Minimum | 1.28 |
|---|---|
| Maximum | 1080.14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 1.28 |
|---|---|
| 5-th percentile | 5.641 |
| Q1 | 17.4375 |
| median | 33.08 |
| Q3 | 61.3775 |
| 95-th percentile | 149.0565 |
| Maximum | 1080.14 |
| Range | 1078.86 |
| Interquartile range (IQR) | 43.94 |
Descriptive statistics
| Standard deviation | 175.28951 |
|---|---|
| Coefficient of variation (CV) | 2.3608653 |
| Kurtosis | 22.096124 |
| Mean | 74.247994 |
| Median Absolute Deviation (MAD) | 21.69 |
| Skewness | 4.7453573 |
| Sum | 24798.83 |
| Variance | 30726.413 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.9 | 2 | 0.6% |
| 6.44 | 2 | 0.6% |
| 5.69 | 2 | 0.6% |
| 10.6 | 2 | 0.6% |
| 12.29 | 2 | 0.6% |
| 47.75 | 2 | 0.6% |
| 59.35 | 1 | 0.3% |
| 24.47 | 1 | 0.3% |
| 15.64 | 1 | 0.3% |
| 57.04 | 1 | 0.3% |
| Other values (318) | 318 | |
| (Missing) | 11 | 3.2% |
| Value | Count | Frequency (%) |
| 1.28 | 1 | |
| 1.41 | 1 | |
| 1.67 | 1 | |
| 2.43 | 1 | |
| 2.57 | 1 | |
| 2.58 | 1 | |
| 2.99 | 1 | |
| 3.71 | 1 | |
| 4.01 | 1 | |
| 4.24 | 1 |
| Value | Count | Frequency (%) |
| 1080.14 | 1 | |
| 1072.81 | 1 | |
| 1069.72 | 1 | |
| 1049.9 | 1 | |
| 1041.82 | 1 | |
| 1039.74 | 1 | |
| 950.68 | 1 | |
| 895.79 | 1 | |
| 821.08 | 1 | |
| 812.96 | 1 |
| At the end of March | Total | Wireline | Wireless | Rural | Urban | Public | Private | State/overall | |
|---|---|---|---|---|---|---|---|---|---|
| At the end of March | 1.000 | 0.386 | -0.256 | 0.404 | 0.380 | 0.292 | 0.144 | 0.405 | 0.000 |
| Total | 0.386 | 1.000 | 0.482 | 0.999 | 0.826 | 0.933 | 0.818 | 0.997 | 0.391 |
| Wireline | -0.256 | 0.482 | 1.000 | 0.454 | 0.085 | 0.669 | 0.604 | 0.458 | 0.320 |
| Wireless | 0.404 | 0.999 | 0.454 | 1.000 | 0.838 | 0.925 | 0.811 | 0.997 | 0.391 |
| Rural | 0.380 | 0.826 | 0.085 | 0.838 | 1.000 | 0.592 | 0.722 | 0.816 | 0.340 |
| Urban | 0.292 | 0.933 | 0.669 | 0.925 | 0.592 | 1.000 | 0.782 | 0.932 | 0.393 |
| Public | 0.144 | 0.818 | 0.604 | 0.811 | 0.722 | 0.782 | 1.000 | 0.780 | 0.462 |
| Private | 0.405 | 0.997 | 0.458 | 0.997 | 0.816 | 0.932 | 0.780 | 1.000 | 0.380 |
| State/overall | 0.000 | 0.391 | 0.320 | 0.391 | 0.340 | 0.393 | 0.462 | 0.380 | 1.000 |
| At the end of March | Telecom Subscribers | State/overall | Total | Wireline | Wireless | Rural | Urban | Public | Private | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2008 | Telecom Subscribers (In Million) | Andhra Pradesh | 23.29 | 2.71 | 20.58 | 6.23 | 17.06 | 4.93 | 18.36 |
| 1 | 2009 | Telecom Subscribers (In Million) | Andhra Pradesh | 32.95 | 2.55 | 30.40 | 9.17 | 23.78 | 5.66 | 27.29 |
| 2 | 2010 | Telecom Subscribers (In Million) | Andhra Pradesh | 48.09 | 2.46 | 45.62 | 14.78 | 33.30 | 6.62 | 41.46 |
| 3 | 2011 | Telecom Subscribers (In Million) | Andhra Pradesh | 63.05 | 2.37 | 60.68 | 20.66 | 42.39 | 9.31 | 53.74 |
| 4 | 2012 | Telecom Subscribers (In Million) | Andhra Pradesh | 69.19 | 2.36 | 66.83 | 24.23 | 44.95 | 10.99 | 58.20 |
| 5 | 2013 | Telecom Subscribers (In Million) | Andhra Pradesh | 66.60 | 2.24 | 64.36 | 26.06 | 40.55 | 11.23 | 55.37 |
| 6 | 2014 | Telecom Subscribers (In Million) | Andhra Pradesh | 69.19 | 2.04 | 67.15 | 28.58 | 40.61 | 11.58 | 57.62 |
| 7 | 2015 | Telecom Subscribers (In Million) | Andhra Pradesh | 73.82 | 1.87 | 71.95 | 31.02 | 42.80 | 11.10 | 62.72 |
| 8 | 2016 | Telecom Subscribers (In Million) | Andhra Pradesh | 76.39 | 1.74 | 74.65 | 32.73 | 43.66 | 10.99 | 65.39 |
| 9 | 2017 | Telecom Subscribers (In Million) | Andhra Pradesh | 86.58 | 1.64 | 84.94 | 38.73 | 47.85 | 11.14 | 75.44 |
| At the end of March | Telecom Subscribers | State/overall | Total | Wireline | Wireless | Rural | Urban | Public | Private | |
|---|---|---|---|---|---|---|---|---|---|---|
| 335 | 2013 | Telecom Subscribers (In Million) | Service Area wise Subscribers - Overall | 898.02 | 30.21 | 867.81 | 349.21 | 548.80 | 130.11 | 767.91 |
| 336 | 2014 | Telecom Subscribers (In Million) | Service Area wise Subscribers - Overall | 933.02 | 28.50 | 904.52 | 377.78 | 555.23 | 120.05 | 812.96 |
| 337 | 2015 | Telecom Subscribers (In Million) | Service Area wise Subscribers - Overall | 996.13 | 26.59 | 969.54 | 416.08 | 580.05 | 100.34 | 895.79 |
| 338 | 2016 | Telecom Subscribers (In Million) | Service Area wise Subscribers - Overall | 1059.33 | 25.22 | 1034.11 | 447.77 | 611.56 | 108.65 | 950.68 |
| 339 | 2017 | Telecom Subscribers (In Million) | Service Area wise Subscribers - Overall | 1194.99 | 24.40 | 1170.59 | 501.81 | 693.18 | 122.18 | 1072.81 |
| 340 | 2018 | Telecom Subscribers (In Million) | Service Area wise Subscribers - Overall | 1211.80 | 22.81 | 1188.99 | 525.87 | 685.93 | 131.66 | 1080.14 |
| 341 | 2019 | Telecom Subscribers (In Million) | Service Area wise Subscribers - Overall | 1183.41 | 21.70 | 1161.71 | 514.27 | 669.14 | 133.51 | 1049.90 |
| 342 | 2020 | Telecom Subscribers (In Million) | Service Area wise Subscribers - Overall | 1176.79 | 19.13 | 1157.67 | 521.26 | 655.54 | 134.97 | 1041.82 |
| 343 | 2021 | Telecom Subscribers (In Million) | Service Area wise Subscribers - Overall | 1200.88 | 20.24 | 1180.64 | 537.11 | 663.76 | 131.16 | 1069.72 |
| 344 | 2022 | Telecom Subscribers (In Million) | Service Area wise Subscribers - Overall | 1166.84 | 24.82 | 1142.02 | 519.63 | 647.21 | 127.10 | 1039.74 |